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@pan-x-c pan-x-c commented Jan 5, 2026

Description

As the title says.

Checklist

Please check the following items before code is ready to be reviewed.

  • Code has passed all tests
  • Docstrings have been added/updated in Google Style
  • Documentation has been updated
  • Code is ready for review

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Summary of Changes

Hello @pan-x-c, I'm Gemini Code Assist1! I'm currently reviewing this pull request and will post my feedback shortly. In the meantime, here's a summary to help you and other reviewers quickly get up to speed!

This pull request focuses on improving the modularity and maintainability of the model inference and workflow adaptation components. It centralizes model configuration management, streamlines how model properties are accessed within wrappers, and significantly upgrades the integration with the AgentScope framework to support newer versions and more flexible workflow definitions. These changes aim to make the system more robust and easier to extend.

Highlights

  • Model Abstraction Refinement: The InferenceModel base class now includes an __init__ method to centralize configuration handling, and specific get_model_path and get_model_name methods have been removed in favor of a unified get_model_config method that returns the full InferenceModelConfig.
  • ModelWrapper Enhancements: The ModelWrapper class has been updated to store model configuration, name, path, and generation arguments internally after fetching them during the prepare phase. This change removes redundant asynchronous property lookups like model_path_async and model_name_async.
  • AgentScope Workflow Adapter Update: The AgentScopeWorkflowAdapter has been deprecated, and AgentScopeWorkflowAdapterV1 has been significantly enhanced for compatibility with agentscope>=1.0.12. This includes switching from TrinityChatModel to OpenAIChatModel, more robust handling of auxiliary models, and dynamic parameter checking for workflow and judge functions using inspect.signature.
  • OpenAI Client Configuration: The get_openai_client and get_openai_async_client methods in ModelWrapper now accept an enable_logprobs parameter, providing more granular control over log probability settings when creating OpenAI clients.
  • Documentation and Test Updates: Documentation for the tinker_backend tutorial (both English and Chinese versions) has been updated to correct image paths. A test assertion related to the removed model_path_async property has also been removed from vllm_test.py.

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Code Review

This pull request introduces a significant refactoring of the InferenceModel and ModelWrapper classes to better manage model configurations, reducing remote calls and improving clarity. It also enhances the AgentScopeWorkflowAdapterV1 to support newer agentscope versions, using OpenAIChatModel and dynamically handling function signatures with inspect for better backward compatibility. The changes are well-structured and improve the codebase. I've included a few suggestions for minor cleanups and documentation improvements.

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pan-x-c commented Jan 5, 2026

/unittest-diff

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
114 89 20 5 0 0 55m 36s

Failed Tests

Failed Tests ❌ Fail Message
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_get_results The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all The test failed in the call phase
❌ tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch The test failed in the call phase
❌ tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection The test failed in the call phase
❌ tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state The test failed in the call phase
❌ tests/trainer/trainer_test.py::TestServeWithTrainer::test_serve_with_trainer The test failed in the call phase due to an assertion error

Skipped

Tests Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 34.6s
tests/common/config_test.py::TestConfig::test_chat_template_path 69ms
tests/common/config_test.py::TestConfig::test_config_flatten 30ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 137ms
tests/common/config_test.py::TestConfig::test_default_workflow 66ms
tests/common/config_test.py::TestConfig::test_load_default_config 22.0s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 67ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 66ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 1.6s
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_gather_with_token_level_reward 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 14ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 2ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 1m 16s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 1m 5s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 1m 11s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 51.0s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 21.6s
tests/common/vllm_test.py::TestModelLen_2::test_model_len 51.1s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 57.4s
tests/common/vllm_test.py::TestAPIServer::test_api 53.7s
tests/common/vllm_test.py::TestLogprobs::test_logprobs_api 21.3s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 23.6s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 254ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 253ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 52.5s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 22.0s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 1m 16s
tests/common/vllm_test.py::TestTinkerAPI::test_tinker_api 21.2s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 1m 19s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 1m 22s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 31s
tests/explorer/explorer_test.py::ServeTest::test_serve 1m 27s
tests/explorer/proxy_test.py::RecorderTest::test_recorder 67ms
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 186ms
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 107ms
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 109ms
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 107ms
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 178ms
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 426ms
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 178ms
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 176ms
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 177ms
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 176ms
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 177ms
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 109ms
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 109ms
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 597ms
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 187ms
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 111ms
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 111ms
tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection 98ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 601ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_1 1.0s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_raise_error 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_stop_at_max_env_steps 1.0s
tests/explorer/workflow_test.py::WorkflowTest::test_gsm8k_workflow 26ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 16ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 130ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 3ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 8ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 143ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 100ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_1 201ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_0::test_multi_turn_workflow 20.7s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 21.0s
tests/explorer/workflow_test.py::TestWorkflowStateRecording::test_workflow_state_recording 4.0s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v0 720ms
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 ⏭️ 1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 157ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state 34ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_with_openai 22.0s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 2m 40s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 3m 36s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 30s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 50.4s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 49.9s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 54.5s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m 2s
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 4s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 37.6s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 33.7s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 34.6s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 36s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 33s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 18s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 1m 42s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 3m 33s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 33s
tests/trainer/trainer_test.py::TestServeWithTrainer::test_serve_with_trainer 1m 50s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 547ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 793ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 28s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 48.2s
tests/trainer/trainer_test.py::TestTrainerPromptTruncation::test_trainer 42.8s
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer ⏭️ 547ms
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner ⏭️ 1ms

Github Test Reporter by CTRF 💚

@pan-x-c
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pan-x-c commented Jan 5, 2026

/unittest-all

@pan-x-c
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pan-x-c commented Jan 5, 2026

/unittest-all

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github-actions bot commented Jan 5, 2026

Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
233 226 1 6 0 0 1h 13m

Failed Tests

Failed Tests ❌ Fail Message
❌ tests/buffer/file_test.py::TestFileBuffer::test_file_writer The test failed in the call phase

Skipped

Tests Status
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer skipped ⏭️
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner skipped ⏭️
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke skipped ⏭️

Tests

Test Name Status Flaky Duration
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_std_grpo 39ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_batch_level_step_wise_grpo_advantage 3ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_duplicate_grpo 4ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_advantage 3ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_correct_bias 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_grpo_reward_std 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_advantage 1ms
tests/algorithm/advantage_fn_test.py::TestGroupedAdvantageFn::test_step_wise_grpo_with_std_threshold 2ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_abs_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_fallback 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_loss 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_same_policy 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_corrected_k3_with_old_logprob 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_dummy_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k1_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k2_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_k3_kl_fn 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_kl_loss_aggregation_modes 1ms
tests/algorithm/kl_fn_test.py::KLFnTest::test_low_var_kl_fn 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_dpo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_gspo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_mix_policy_loss 3ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_opmd_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_ppo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_ppo_policy_loss_with_sequence_masking 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sapo_policy_loss 1ms
tests/algorithm/policy_loss_test.py::VerlPolicyLossTest::test_sft_policy_loss 1ms
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 10.8s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 4.8s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 3.7s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 4.9s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 5.5s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 148ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 1.9s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 574ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 474ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 1.3s
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 1.0s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 747ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 232ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 6.5s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 2.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 4.5s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 3.5s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 3.5s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 4.0s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 549ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 7ms
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_default_sample_strategy 2.2s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_staleness_control_sample_strategy 2.2s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_default_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_staleness_control_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_sql_staleness_control_sample_strategy 5.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_default_sample_strategy 2.2s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_staleness_control_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_default_sample_strategy 2.4s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_staleness_control_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_sql_staleness_control_sample_strategy 4.1s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_0 6.0s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_1 2.8s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 3.4s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 72ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 55ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 88ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 89ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 92ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 107ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 45ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 61ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql 3.4s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file 41ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 3.3s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 40ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 3.6s
tests/cli/launcher_test.py::TestLauncherMain::test_debug_mode 1m 14s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_command 6.1s
tests/cli/launcher_test.py::TestLauncherMain::test_main_run_in_dlc 1.4s
tests/cli/launcher_test.py::TestLauncherMain::test_main_studio_command 304ms
tests/cli/launcher_test.py::TestLauncherMain::test_multi_stage_run 1.7s
tests/common/config_test.py::TestConfig::test_all_examples_are_valid 34.4s
tests/common/config_test.py::TestConfig::test_chat_template_path 68ms
tests/common/config_test.py::TestConfig::test_config_flatten 30ms
tests/common/config_test.py::TestConfig::test_continue_from_checkpoint_is_valid 139ms
tests/common/config_test.py::TestConfig::test_default_workflow 66ms
tests/common/config_test.py::TestConfig::test_load_default_config 24.0s
tests/common/config_test.py::TestConfig::test_max_token_len_per_gpu_set_correctly 69ms
tests/common/config_test.py::TestConfig::test_optimizer_config_propagation 67ms
tests/common/config_test.py::TestConfig::test_update_config_from_ray_cluster 346ms
tests/common/experience_test.py::TestEID::test_eid_properties 1ms
tests/common/experience_test.py::TestExperience::test_action_mask_and_logprobs_type 1ms
tests/common/experience_test.py::TestExperience::test_assertions 1ms
tests/common/experience_test.py::TestExperience::test_dpo_experience 1ms
tests/common/experience_test.py::TestExperience::test_gather 1ms
tests/common/experience_test.py::TestExperience::test_gather_with_token_level_reward 1ms
tests/common/experience_test.py::TestExperience::test_hf_datasets_conversion 14ms
tests/common/experience_test.py::TestExperience::test_multi_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_serialize_deserialize 1ms
tests/common/experience_test.py::TestExperience::test_single_turn_experience 1ms
tests/common/experience_test.py::TestExperience::test_to_dict 1ms
tests/common/experience_test.py::TestExperienceConversion::test_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_dpo_experience_batch_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_experience_model_experience_conversion 1ms
tests/common/experience_test.py::TestExperienceConversion::test_gather_experiences_with_custom_fields 1ms
tests/common/experience_test.py::TestExperienceConversion::test_multiturn_experience_batch_converstion 1ms
tests/common/vllm_test.py::ModelWrapperTest_0::test_generate 1m 13s
tests/common/vllm_test.py::ModelWrapperTest_1::test_generate 1m 5s
tests/common/vllm_test.py::ModelWrapperTest_2::test_generate 34.6s
tests/common/vllm_test.py::TestModelLen_0::test_model_len 51.4s
tests/common/vllm_test.py::TestModelLen_1::test_model_len 21.2s
tests/common/vllm_test.py::TestModelLen_2::test_model_len 58.2s
tests/common/vllm_test.py::TestModelLenWithoutPromptTruncation::test_model_len 51.5s
tests/common/vllm_test.py::TestAPIServer::test_api 23.6s
tests/common/vllm_test.py::TestLogprobs::test_logprobs_api 22.2s
tests/common/vllm_test.py::TestAsyncAPIServer::test_api_async 24.4s
tests/common/vllm_test.py::TestTokenizer::test_action_mask 264ms
tests/common/vllm_test.py::TestTokenizer::test_action_mask_with_tools 257ms
tests/common/vllm_test.py::TestAPIServerToolCall_0_deepseek_r1::test_api_tool_calls 53.2s
tests/common/vllm_test.py::TestAPIServerToolCall_1::test_api_tool_calls 51.1s
tests/common/vllm_test.py::TestSuperLongGeneration::test_generate 2m 30s
tests/common/vllm_test.py::TestTinkerAPI::test_tinker_api 21.0s
tests/explorer/explorer_test.py::TestExplorerCountdownEval::test_explorer 52.9s
tests/explorer/explorer_test.py::TestExplorerGSM8KRULERNoEval::test_explorer 1m 20s
tests/explorer/explorer_test.py::TestExplorerGSM8k::test_explorer 3m 32s
tests/explorer/explorer_test.py::ServeTest::test_serve 1m 31s
tests/explorer/proxy_test.py::RecorderTest::test_recorder 87ms
tests/explorer/scheduler_test.py::SchedulerTest::test_async_workflow 4.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_concurrent_operations 4.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_dynamic_timeout 12.0s
tests/explorer/scheduler_test.py::SchedulerTest::test_get_results 19.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_0 4.0s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_non_repeatable_workflow_1 3.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_0 4.0s
tests/explorer/scheduler_test.py::SchedulerTest::test_metric_calculation_with_repeatable_workflow_1 3.9s
tests/explorer/scheduler_test.py::SchedulerTest::test_multi_step_execution 4.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_non_repeatable_workflow 4.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_over_rollout_min_wait 8.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_all_methods 14.1s
tests/explorer/scheduler_test.py::SchedulerTest::test_scheduler_restart_after_stop 7.5s
tests/explorer/scheduler_test.py::SchedulerTest::test_split_tasks 7.4s
tests/explorer/scheduler_test.py::SchedulerTest::test_stepwise_experience_eid 24.6s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all 7.3s
tests/explorer/scheduler_test.py::SchedulerTest::test_wait_all_timeout_with_multi_batch 13.2s
tests/explorer/scheduler_test.py::TestRunnerStateCollection::test_runner_state_collection 9.3s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_reward_propagation_workflow_1 602ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_0 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_step_wise_reward_workflow_1 1.0s
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_raise_error 1ms
tests/explorer/step_wise_workflow_test.py::WorkflowTest::test_workflows_stop_at_max_env_steps 1.0s
tests/explorer/workflow_test.py::WorkflowTest::test_gsm8k_workflow 12ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_boxed_workflow 17ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_complex_workflow 131ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_eval_workflow 3ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_fraction_workflow 10ms
tests/explorer/workflow_test.py::WorkflowTest::test_math_workflow 7ms
tests/explorer/workflow_test.py::WorkflowTest::test_rm_gallery_workflow 686ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_repeatable_1 101ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_0 1ms
tests/explorer/workflow_test.py::WorkflowTest::test_workflow_resettable_1 201ms
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_0::test_multi_turn_workflow 20.3s
tests/explorer/workflow_test.py::MultiTurnWorkflowTest_1::test_multi_turn_workflow 20.7s
tests/explorer/workflow_test.py::TestWorkflowStateRecording::test_workflow_state_recording 4.0s
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v0 724ms
tests/explorer/workflow_test.py::TestAgentScopeWorkflowAdapter::test_adapter_v1 ⏭️ 1ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner 157ms
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_runner_get_state 8.0s
tests/explorer/workflow_test.py::TestWorkflowRunner::test_workflow_with_openai 22.3s
tests/manager/synchronizer_test.py::TestSynchronizerExit::test_synchronizer 1m 17s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_0::test_synchronizer 1m 20s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_1::test_synchronizer 1m 27s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_2::test_synchronizer 1m 50s
tests/manager/synchronizer_test.py::TestStateDictBasedSynchronizer_3::test_synchronizer 1m 28s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_0::test_synchronizer 1m 6s
tests/manager/synchronizer_test.py::TestNCCLBasedSynchronizer_1::test_synchronizer 1m 7s
tests/service/data_juicer_test.py::TestDataJuicer::test_config 1.2s
tests/service/data_juicer_test.py::TestDataJuicer::test_server_start 21.6s
tests/service/data_juicer_test.py::TestDataJuicerExperiencePipeline::test_data_juicer_operators 20.2s
tests/service/data_juicer_test.py::TestDataJuicerTaskPipeline::test_data_juicer_task_pipeline 15.6s
tests/trainer/trainer_test.py::TestTrainerCountdown_0_fsdp::test_trainer 3m 9s
tests/trainer/trainer_test.py::TestTrainerCountdown_1_megatron::test_trainer 3m 40s
tests/trainer/trainer_test.py::TestStepAheadAsyncRL::test_trainer 1m 3s
tests/trainer/trainer_test.py::TestTrainerGSM8K_0_fsdp::test_trainer 53.2s
tests/trainer/trainer_test.py::TestTrainerGSM8K_1_fsdp2::test_trainer 52.0s
tests/trainer/trainer_test.py::TestTrainerGSM8K_2_fsdp::test_trainer 55.9s
tests/trainer/trainer_test.py::TestTrainerGSM8K_3_fsdp2::test_trainer 1m
tests/trainer/trainer_test.py::TestTrainerSFTWarmupGSM8K::test_trainer 2m 4s
tests/trainer/trainer_test.py::TestTrainerDPO::test_trainer 37.8s
tests/trainer/trainer_test.py::TestTrainerSFT::test_trainer 33.9s
tests/trainer/trainer_test.py::TestTrainerToolsSFT::test_trainer_tools 34.5s
tests/trainer/trainer_test.py::TestFullyAsyncMode_0_fsdp::test_fully_async_mode 1m 42s
tests/trainer/trainer_test.py::TestFullyAsyncMode_1_fsdp::test_fully_async_mode 1m 32s
tests/trainer/trainer_test.py::TestFullyAsyncMode_2_megatron::test_fully_async_mode 2m 16s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_0_fsdp::test_trainer 1m 43s
tests/trainer/trainer_test.py::TestTrainerCheckpointSave_1_megatron::test_trainer 3m 33s
tests/trainer/trainer_test.py::TestTrainerMIX::test_trainer 1m 33s
tests/trainer/trainer_test.py::TestServeWithTrainer::test_serve_with_trainer 1m 51s
tests/trainer/trainer_test.py::TestMultiModalGRPO::test_trainer ⏭️ 550ms
tests/trainer/trainer_test.py::TestMultiModalSFT::test_trainer ⏭️ 548ms
tests/trainer/trainer_test.py::TestTrainerLoRA::test_trainer 3m 29s
tests/trainer/trainer_test.py::TestOverRollout::test_trainer 46.7s
tests/trainer/trainer_test.py::TestTrainerPromptTruncation::test_trainer 42.2s
tests/trainer/trainer_test.py::TestTinkerTrainer::test_trainer ⏭️ 552ms
tests/trainer/trainer_test.py::AgentScopeTunerTest::test_agentscope_tuner ⏭️ 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_equivalent 10ms
tests/utils/eval_utils_test.py::TestComputeScore::test_both_boxed_and_not_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_ground_truth 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_empty_solution_string 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_multiple_boxed_answers_in_solution 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_boxed_truth_raw_and_not_equivalent 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_not_boxed 1ms
tests/utils/eval_utils_test.py::TestComputeScore::test_solution_raw_and_ground_truth_boxed_equivalent 1ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_extract_answer 2ms
tests/utils/eval_utils_test.py::TestMathEvalUtils::test_verify_math_answer 60ms
tests/utils/eval_utils_test.py::TestEvalUtils::test_is_equiv 4ms
tests/utils/log_test.py::LogTest::test_actor_log 2.0s
tests/utils/log_test.py::LogTest::test_group_by_node 1.8s
tests/utils/log_test.py::LogTest::test_no_actor_log 633ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_0__workspace_tests_utils_plugins 71ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_local_1_tests_utils_plugins 68ms
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_0__workspace_tests_utils_plugins 5.5s
tests/utils/plugin_test.py::TestPluginLoader::test_load_plugins_remote_1_tests_utils_plugins 5.4s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_0__workspace_tests_utils_plugins 3.3s
tests/utils/plugin_test.py::TestPluginLoader::test_passing_custom_class_1_tests_utils_plugins 3.2s
tests/utils/registry_test.py::TestRegistryWithRay::test_dynamic_import 2.8s
tests/utils/registry_test.py::TestRegistry::test_algorithm_registry_mapping 3ms
tests/utils/registry_test.py::TestRegistry::test_buffer_module_registry_mapping 1ms
tests/utils/registry_test.py::TestRegistry::test_common_module_registry_mapping 51ms
tests/utils/registry_test.py::TestRegistry::test_register_module 1ms
tests/utils/registry_test.py::TestRegistry::test_utils_module_registry_mapping 1ms
tests/utils/swanlab_test.py::TestSwanlabMonitor::test_swanlab_monitor_smoke ⏭️ 1ms

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pan-x-c commented Jan 5, 2026

/unittest-module-buffer

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Summary

Tests 📝 Passed ✅ Failed ❌ Skipped ⏭️ Other ❓ Flaky 🍂 Duration ⏱️
48 48 0 0 0 0 1m 56s

Tests

Test Name Status Flaky Duration
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_experience_pipeline 9.2s
tests/buffer/experience_pipeline_test.py::TestExperiencePipeline::test_pass_rate_calculation 4.7s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_experience_buffer 2.8s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_0_sft 4.8s
tests/buffer/experience_storage_test.py::ExperienceStorageTest::test_sql_storage_1_dpo 5.3s
tests/buffer/file_test.py::TestFileBuffer::test_file_reader 435ms
tests/buffer/file_test.py::TestFileBuffer::test_file_writer 2.0s
tests/buffer/formatter_test.py::TestFormatter::test_dpo_messages_formatter 568ms
tests/buffer/formatter_test.py::TestFormatter::test_dpo_plaintext_formatter 463ms
tests/buffer/formatter_test.py::TestFormatter::test_multi_modal_sft_formatter 1.4s
tests/buffer/formatter_test.py::TestFormatter::test_sft_messages_formatter 1.0s
tests/buffer/formatter_test.py::TestFormatter::test_sft_plaintext_formatter 744ms
tests/buffer/formatter_test.py::TestFormatter::test_task_formatter 242ms
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_buffer_reuse 6.5s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_capacity 2.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_priority_queue_reuse_count_control 4.6s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_0_queue 3.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_1_priority_queue 3.7s
tests/buffer/queue_test.py::TestQueueBuffer::test_queue_buffer_capacity 3.9s
tests/buffer/reader_test.py::TestBufferReader::test_buffer_reader_registration 544ms
tests/buffer/reward_shaping_mapper_test.py::TestRewardShapingMapper::test_basic_usage 7ms
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_default_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_default_queue_staleness_control_sample_strategy 2.1s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_default_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_priority_queue_staleness_control_sample_strategy 2.1s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_0::test_sql_staleness_control_sample_strategy 5.7s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_default_sample_strategy 2.2s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_default_queue_staleness_control_sample_strategy 2.1s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_default_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_priority_queue_staleness_control_sample_strategy 2.0s
tests/buffer/sample_strategy_test.py::ExperienceStorageTest_1::test_sql_staleness_control_sample_strategy 4.0s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_0 5.9s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_exp_buffer_read_write_1 2.8s
tests/buffer/sql_test.py::TestSQLBuffer::test_sql_task_buffer_read_write 3.4s
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_0 71ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_1 54ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_2 87ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_3 87ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_4 87ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_5 91ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_6 106ms
tests/buffer/task_scheduler_test.py::TestTaskScheduler::test_task_scheduler_simple 43ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_0_file 59ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_1_sql 3.3s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_2_file 39ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_3_sql 3.1s
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_4_file 38ms
tests/buffer/task_storage_test.py::TaskStorageTest::test_read_task_5_sql 3.6s

Github Test Reporter by CTRF 💚

@chenyushuo chenyushuo merged commit 39dd1d4 into modelscope:main Jan 7, 2026
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